PandasConverter

QuantConnect.Python.PandasConverter

Bases: Object

This class has no documentation.

concat_data_frames

concat_data_frames: _PandasConverter_ConcatDataFrames

get_data_frame

get_data_frame(
    data: List[Slice],
    flatten: bool = False,
    data_type: Type = None,
) -> DataFrame

get_data_frame(
    data: List[
        QuantConnect_Python_PandasConverter_GetDataFrame_T
    ],
    symbol_only_index: bool = False,
    force_multi_value_symbol: bool = False,
    flatten: bool = False,
) -> DataFrame

Signature descriptions:

Converts an enumerable of Slice in a pandas.DataFrame
Converts an enumerable of IBaseData in a pandas.DataFrame

Parameters:

Name	Type	Description	Default
`data`	`List[Slice] \| List[QuantConnect_Python_PandasConverter_GetDataFrame_T]`	Enumerable of Slice	required
`flatten`	`bool`	Whether to flatten collections into rows and columns	`False`
`data_type`	`Optional[Type]`	Optional type of bars to add to the data frame	`None`
`symbol_only_index`	`Optional[bool]`	Whether to make the index only the symbol, without time or any other index levels	`False`
`force_multi_value_symbol`	`Optional[bool]`	Useful when the data contains points for multiple symbols.	`False`

Returns:

Type	Description
`DataFrame`	PyObject containing a pandas.DataFrame.

get_indicator_data_frame

get_indicator_data_frame(data: Any) -> DataFrame

get_indicator_data_frame(
    data: List[KeyValuePair[str, List[IndicatorDataPoint]]],
    extra_data: List[
        KeyValuePair[
            str, List[ValueTuple[datetime, Object]]
        ]
    ] = None,
) -> DataFrame

Converts a dictionary with a list of IndicatorDataPoint in a pandas.DataFrame

Parameters:

Name	Type	Description	Default
`data`	`Any \| List[KeyValuePair[str, List[IndicatorDataPoint]]]`	PyObject that should be a dictionary (convertible to PyDict) of string to list of IndicatorDataPoint	required
`extra_data`	`Optional[List[KeyValuePair[str, List[ValueTuple[datetime, Object]]]]]`	Optional dynamic properties to include in the DataFrame.	`None`

Returns:

Type	Description
`DataFrame`	PyObject containing a pandas.DataFrame.

to_string

to_string() -> str

Returns a string that represent the current object